I Can See Everything
Nick Cammarata of Goodfire makes a bold claim: Neural Networks are Already Clean.
Proof1 independent outlet
Key points
- This is clearly good work that tells us new and important things.
- The question is, how big an update is this, how much progress does it represent and what is the outlook going forward?
- Ball (OpenAI): There is so much to say about this, and I will, but WOW, congratulations to Nick and Goodfire.
- roon (OpenAI): when nick told me that he had some interp breakthroughs, he was uh, underselling it. i think this may be remembered as a major moment in scientific history. news so good even Eliezer will have to lower his pdoom. we can start making alignment into a 'normal science'
Sources (1)
- [1]I Can See EverythingDon't Worry About the Vase (Zvi) · Oct 19, 01:44 PM
Nick Cammarata of Goodfire makes a bold claim: Neural Networks are Already Clean.
This is clearly good work that tells us new and important things.
Extractive summary: sentences quoted from the sources.
Before this
- Oct 19, 2026I moved from network training to deployment optimization and am starting to think that was a right decision [D]
- Oct 17, 2026Otaku — an LLM frontend for creative writing
- Oct 16, 2026[Research] 2,788 tokens/s on a single RTX 5090 with a diffusion LLM — Introducing ORL (fully open source)
- Oct 15, 2026[AINews] Modal’s $1B ARR, $16B Series D makes it NYC’s newest AI Infra Decacorn, 3x usage and 3x valuation in 5 months, 15x in 1 yr
- Oct 15, 2026BiShield-TEE: On the (In-)Security of Unilateral Weight Obfuscation in On-Device TEE-Shielded LLM Partition
- Oct 15, 2026Decomposing Brain-LLM Alignment with Interpretable Semantic Representations
